Francesco Della Santa

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Scientific Discovery & Drug Design (1)

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Sandra Pieraccini (1)Maria Strazzullo (1)

Papers (1)

Mar 9, 2026

Francesco Della Santa +21w ago

Graph-Instructed Neural Networks for parametric problems with varying boundary conditions

Forget re-meshing: Graph-Instructed Neural Networks learn to solve parametric PDEs with varying boundary conditions directly from the domain description.

Francesco Della Santa, Sandra Pieraccini, Maria Strazzullo

Architecture Design (Transformers, SSMs, MoE)Scientific Discovery & Drug Design

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Francesco Della Santa

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)